Podcast
Questions and Answers
An e-commerce company anticipates a surge in traffic during a Black Friday sale. Which DynamoDB capacity mode would be MOST suitable for their database?
An e-commerce company anticipates a surge in traffic during a Black Friday sale. Which DynamoDB capacity mode would be MOST suitable for their database?
- On-Demand Mode (correct)
- Provisioned Mode with pre-scaled RCUs and WCUs
- Provisioned Mode with auto-scaling enabled within a small range
- A combination of both modes, scaling on-demand during peak hours
A startup is launching a new mobile application with uncertain user adoption rates. They want to minimize operational overhead related to database management. Which DynamoDB capacity mode aligns BEST with their requirements?
A startup is launching a new mobile application with uncertain user adoption rates. They want to minimize operational overhead related to database management. Which DynamoDB capacity mode aligns BEST with their requirements?
- Provisioned Mode with a large number of RCUs and WCUs to account for potential growth
- Provisioned Mode with manual scaling based on weekly traffic analysis
- On-Demand Mode (correct)
- A custom solution involving EC2 instances and a self-managed database
A database administrator notices their DynamoDB application consistently throttles during peak hours, despite having configured auto-scaling. Which of the following is the MOST likely cause?
A database administrator notices their DynamoDB application consistently throttles during peak hours, despite having configured auto-scaling. Which of the following is the MOST likely cause?
- Auto-scaling is disabled
- The provisioned capacity is significantly higher than the actual usage
- The database is configured in On-Demand Mode
- The application is exceeding service limits for the account (correct)
Which of the following is LEAST relevant when deciding between DynamoDB's On-Demand and Provisioned modes?
Which of the following is LEAST relevant when deciding between DynamoDB's On-Demand and Provisioned modes?
Which benefit is MOST uniquely associated with DynamoDB's On-Demand capacity mode?
Which benefit is MOST uniquely associated with DynamoDB's On-Demand capacity mode?
A data analytics company is designing a DynamoDB table to store time-series data from IoT devices. The ingestion rate varies significantly throughout the day. Which approach would be MOST cost-effective?
A data analytics company is designing a DynamoDB table to store time-series data from IoT devices. The ingestion rate varies significantly throughout the day. Which approach would be MOST cost-effective?
In DynamoDB, what is the primary difference in billing between On-Demand and Provisioned capacity modes?
In DynamoDB, what is the primary difference in billing between On-Demand and Provisioned capacity modes?
You are migrating an existing application to DynamoDB. The application has well-defined, predictable traffic patterns with minimal fluctuations. Which capacity mode would TYPICALLY be more cost-effective?
You are migrating an existing application to DynamoDB. The application has well-defined, predictable traffic patterns with minimal fluctuations. Which capacity mode would TYPICALLY be more cost-effective?
Which of the following scenarios is MOST suitable for using DynamoDB in provisioned mode?
Which of the following scenarios is MOST suitable for using DynamoDB in provisioned mode?
What is the primary trade-off a developer must consider when using DynamoDB's provisioned mode with auto-scaling enabled?
What is the primary trade-off a developer must consider when using DynamoDB's provisioned mode with auto-scaling enabled?
A company anticipates a steady workload for its DynamoDB table over the next year. Which billing option is MOST cost-effective, assuming resource utilization remains consistent?
A company anticipates a steady workload for its DynamoDB table over the next year. Which billing option is MOST cost-effective, assuming resource utilization remains consistent?
What is the key responsibility for a database administrator when using DynamoDB in provisioned mode without autoscaling enabled?
What is the key responsibility for a database administrator when using DynamoDB in provisioned mode without autoscaling enabled?
Which feature of DynamoDB in provisioned mode allows capturing changes in a table for real-time processing?
Which feature of DynamoDB in provisioned mode allows capturing changes in a table for real-time processing?
A financial application requires ACID properties for transactions in DynamoDB, which uses provisioned mode. What is a critical consideration regarding throughput?
A financial application requires ACID properties for transactions in DynamoDB, which uses provisioned mode. What is a critical consideration regarding throughput?
An e-commerce company observes sudden traffic spikes during flash sales. Although using provisioned mode, what DynamoDB feature mitigates throttling during these spikes without manual intervention?
An e-commerce company observes sudden traffic spikes during flash sales. Although using provisioned mode, what DynamoDB feature mitigates throttling during these spikes without manual intervention?
For a global application using DynamoDB with provisioned mode, what is a key implication of using Global Tables?
For a global application using DynamoDB with provisioned mode, what is a key implication of using Global Tables?
Flashcards
Capacity-Based Billing
Capacity-Based Billing
Billing based on provisioned read (RCUs) and write (WCUs) capacity.
Guaranteed Throughput
Guaranteed Throughput
Guaranteed data processing rate based on provisioned capacity.
Throttling
Throttling
Request delay when exceeding provisioned capacity.
Auto Scaling
Auto Scaling
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Burst Capacity
Burst Capacity
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Consistent Performance
Consistent Performance
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Reserved Capacity
Reserved Capacity
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Throughput
Throughput
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DynamoDB On-Demand Mode
DynamoDB On-Demand Mode
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Automatic Scaling (On-Demand)
Automatic Scaling (On-Demand)
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Pay-per-Request (On-Demand)
Pay-per-Request (On-Demand)
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No Capacity Planning (On-Demand)
No Capacity Planning (On-Demand)
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No Throttling (On-Demand)
No Throttling (On-Demand)
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Seamless Traffic Bursts (On-Demand)
Seamless Traffic Bursts (On-Demand)
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When to Use On-Demand Mode
When to Use On-Demand Mode
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DynamoDB Provisioned Mode
DynamoDB Provisioned Mode
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Study Notes
- There are two Read/Write capacity modes for DynamoDB: On-demand and Provisioned.
On-Demand Mode
- It is fully-managed and flexible.
- Throughput is automatically adjusted based on workload needs.
- Throughput scaling is handled automatically.
- Pay only for the actual reads and writes performed.
- On-Demand mode eliminates the need to predefine or manage throughput capacity.
- Throttling will not occur unless service limits are exceeded.
- It is designed to accommodate sudden and unpredictable traffic spikes.
- On-demand mode supports multi-region replication and real-time data change capture through streams.
- It is ideal for apps with variable traffic avoiding over-provisioning or underutilizing resources.
- Both strongly consistent and eventually consistent reads are supported.
When to Use DynamoDB On-Demand Mode:
- Suited for applications with sudden or highly variable traffic patterns, such as mobile apps, web apps, or services that experience fluctuating demands.
- This mode is a cost-effective option for startups and new applications where traffic patterns are unknown, enabling DynamoDB to automatically handle scaling.
- On-demand mode can be used for development or testing environments.
- Used for handling seasonal traffic spikes where manual scaling would be difficult
Provisioned Mode
- Read and write capacity units (RCUs and WCUs) are specified.
- Capacity-based billing is implemented.
- Guaranteed throughput is provided within provisioned limits.
- Requests are throttled if provisioned capacity is exceeded.
- Auto Scaling is an optional feature.
- Burst capacity allows for handling traffic spikes.
- It offers predictable read and write performance with capacity planning.
- Continuous backups and point-in-time recovery are supported.
- Change capture and real-time processing are enabled.
- Multi-region replication with independent provisioning is available in each region.
- Support for ACID transactions is included, which incurs additional throughput cost.
When to Use Provisioned Mode:
- For workloads with predictable and steady throughput requirements such as stable, high-traffic apps.
- In scenarios where cost control is a priority and throughput requirements are known in advance.
- This mode is appropriate when DynamoDB is required to adjust throughput dynamically based on demand through Auto Scaling.
Features
- Reserved capacity is a billing option for stable, predictable workloads over long periods.
- Reserved capacity is a long-term commitment to specific RCUs and WCUs for 1 to 3 years.
- Discounted pricing is offered for reserved capacity.
- Auto scaling dynamically adjusts throughput based on utilization.
- Auto scaling lowers costs by matching capacity to demand.
- Set up complexity involves requires setting minimum, maximum and target utilization levels.
- Minor delays in scaling might occur, but it's designed to be responsive.
- Throughput refers to the rate at which data can be processed or transferred within a specific service or system, measured by the number of operations (reads, writes, requests, etc.) handled over a given period.
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Description
DynamoDB offers On-Demand capacity mode, a fully-managed, flexible option that automatically adjusts throughput based on workload needs. You only pay for actual reads and writes, eliminating the need for pre-defining capacity. It is suitable for variable traffic and supports multi-region replication.